Training Saturation in Layerwise Quantum Approximate Optimisation

Training Saturation in Layerwise Quantum Approximate Optimisation

25 June 2021

J. Biamonte

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Papers citing "Training Saturation in Layerwise Quantum Approximate Optimisation"

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Title
Quantum approximate optimization via learning-based adaptive optimization Lixue Cheng Yu-Qin Chen Shi-Xin Zhang Shengyu Zhang 55 25 0 27 Mar 2023
On Circuit Depth Scaling For Quantum Approximate Optimization V. Akshay H. Philathong E. Campos D. Rabinovich Igor Zacharov Xiao-Ming Zhang J. Biamonte 36 15 0 03 May 2022
Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction Cenk Tüysüz C. Rieger Kristiane Novotny B. Demirköz D. Dobos K. Potamianos S. Vallecorsa J. Vlimant Richard Forster 146 55 0 26 Sep 2021
Theory of overparametrization in quantum neural networks Martín Larocca Nathan Ju Diego García-Martín Patrick J. Coles M. Cerezo 103 192 0 23 Sep 2021